Pietro Michiardi
- Continuous-Time Functional Diffusion Processes
2023/03/01 by Giulio Franzese, Franzese, Giulio, Corallo, Giulio +7 · 8 citations
Computer Science · Medicine · #Generative Adversarial Networks and Image Synthesis #Machine Learning in Healthcare #Advanced Neuroimaging Techniques and Applications
- MINDE: Mutual Information Neural Diffusion Estimation
2023/10/13 by Giulio Franzese, Franzese, Giulio, Mustapha Bounoua +3 · 8 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications #Stochastic Gradient Optimization Techniques
- Random Feature Expansions for Deep Gaussian Processes
2016/10/14 by Kurt Cutajar, Edwin V. Bonilla, Cutajar, Kurt +5 · 5 citations
Computer Science · #Computation (stat.CO) #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Sparse within Sparse Gaussian Processes using Neighbor Information
2020/11/10 by Gia-Lac Tran, Dimitrios Milios, Tran, Gia-Lac +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Model Selection for Bayesian Autoencoders
2021/06/11 by Ba-Hien Tran, Tran, Ba-Hien, Simone Rossi +9 · 2 citations
Computer Science · #Bayesian Methods and Mixture Models #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- DiNoDB: an Interactive-speed Query Engine for Ad-hoc Queries on Temporary Data
2016/09/16 by Yongchao Tian, Tian, Yongchao, Ioannis Alagiannis +9 · 1 citation
Computer Science · #Advanced Data Storage Technologies #Advanced Database Systems and Queries #Data Management and Algorithms #Databases (cs.DB) #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Calibrating Deep Convolutional Gaussian Processes
2018/05/26 by Gia-Lac Tran, Edwin V. Bonilla, Tran, Gia-Lac +7 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Fault Detection and Control Systems #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- LIBRE: Learning Interpretable Boolean Rule Ensembles
2019/11/15 by Graziano Mita, Paolo Papotti, Mita, Graziano +5 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models
2023/05/30 by Ba-Hien Tran, Tran, Ba-Hien, Giulio Franzese +5 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare #Single-cell and spatial transcriptomics
- Information Theoretic Text-to-Image Alignment
2024/05/31 by Chao Wang, Wang, Chao, Giulio Franzese +7 · 1 voice · 1 citation
Computer Science · #Image Processing and 3D Reconstruction #Image Retrieval and Classification Techniques #cs.CV #cs.LG
- SΩI: Score-based O-INFORMATION Estimation
2024/02/08 by Mustapha Bounoua, Giulio Franzese, Bounoua, Mustapha +3 · 1 citation
Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Advanced Text Analysis Techniques #Neural Networks and Applications
- How Much is Enough? A Study on Diffusion Times in Score-based Generative Models
2022/06/10 by Giulio Franzese, Simone Rossi, Lixuan Yang +4 · 1 voice
Mathematics · Computer Science · #stat.ML #cs.LG
- Good Initializations of Variational Bayes for Deep Models
2018/10/18 by Simone Rossi, Rossi, Simone, Pietro Michiardi +3 · 2 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML)